Pengyang Wang

27 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3961-5523 ↗Homepage ↗

Venues

IJCAI ×8 AAAI ×6 SIGKDD ×6 ACL ×2 CIKM ×1 ICML ×1 SDM ×1 WSDM ×1 WWW ×1

Frequent coauthors

Lu Jiang

×7

Pengfei Wang

×7

Yuanchun Zhou

×6

Minghao Yin

×5

Wei Fan

×5

Yuanbo Xu

×4

Qi Hao

×4

Ziyue Qiao

×4

Yanan Xiao

×4

Zhiyuan Ning

×4

Yanjie Fu

×4

Ke Cheng

×3

Papers

Accelerating LLM Fine-Tuning via Embedding Knowledge Transfer
ACL 2026 ·
Meishu Peng
,
Ziyue Zhang
,
Yi Zhang
, Pengyang Wang,
Zixuan Yuan
,
Denghui Zhang
Comprehensive Urban Region Representation Learning via Multi-View Joint Learning and Contrastive Learning
AAAI 2026 ·
Yingde Lin
,
Yuanbo Xu
,
Lu Jiang
, Pengyang Wang
RPE4Rec: Enhancing Dynamic Node Retrieval with Efficient Relative Position Encoding for Recommendation Systems
WSDM 2026 ·
Ke Cheng
,
Heng Chang
, Pengyang Wang,
Liang Gu
,
Jiandong Ding
,
Yi Cao
,
Junchen Ye
,
Bowen Du
Shift-Resilient Diffusive Imputation for Variable Subset Forecasting
WWW 2026 ·
Haihua Xu
,
Qi Hao
,
He Zhang
,
Jianpeng Zhao
,
Ziyue Qiao
,
Lu Jiang
,
Pengfei Wang
,
Yingjie Zhou
, Pengyang Wang
Auto Encoding Neural Process for Multi-interest Recommendation
AAAI 2025 ·
Yiheng Jiang
,
Yuanbo Xu
,
Yongjian Yang
,
Funing Yang
, Pengyang Wang,
Chaozhuo Li
BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation
SIGKDD 2025 ·
Haiyang Yu
,
Tian Xie
,
Jiaping Gui
, Pengyang Wang,
Pengzhou Cheng
,
Ping Yi
,
Yue Wu
Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models
AAAI 2025 ·
Guang Huang
,
Yanan Xiao
,
Lu Jiang
,
Minghao Yin
, Pengyang Wang
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning
ACL 2025 ·
Hao Dong
,
Ziyue Qiao
,
Zhiyuan Ning
,
Qi Hao
,
Yi Du
, Pengyang Wang,
Yuanchun Zhou
GCAL: Adapting Graph Models to Evolving Domain Shifts
ICML 2025 ·
Ziyue Qiao
,
Qianyi Cai
,
Hao Dong
,
Jiawei Gu
, Pengyang Wang,
Meng Xiao
,
Xiao Luo
,
Hui Xiong
Generative Imputation with Multi-level Causal Consistency for Variable Subset Forecasting
SIGKDD 2025 ·
Qi Hao
,
Yue Gao
,
Runchang Liang
,
Yunhe Zhang
, Pengyang Wang
IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting
SIGKDD 2025 ·
Wei Fan
,
Shun Zheng
, Pengyang Wang,
Rui Xie
,
Kun Yi
,
Qi Zhang
,
Jiang Bian
,
Yanjie Fu
Imputation via Domain Adaptation: Rethinking Variable Subset Forecasting from Knowledge Transfer
SIGKDD 2025 ·
Runchang Liang
,
Qi Hao
,
Yue Gao
,
Kunpeng Liu
,
Lu Jiang
, Pengyang Wang,
Minghao Yin
Mixture of Experts as Representation Learner for Deep Multi-View Clustering
AAAI 2025 ·
Yunhe Zhang
,
Jinyu Cai
,
Zhihao Wu
, Pengyang Wang,
See-Kiong Ng
Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction
AAAI 2025 ·
Ran Zhang
,
Xuezhi Wang
,
Guannan Liu
, Pengyang Wang,
Yuanchun Zhou
,
Pengfei Wang
On the Scalability of Temporal Relative Positional Encoding for Dynamic Link Prediction
SIGKDD 2025 ·
Ke Cheng
,
Linzhi Peng
, Pengyang Wang,
Heng Chang
,
Junchen Ye
,
Bowen Du
Rethinking Graph Contrastive Learning Through Relative Similarity Preservation
IJCAI 2025 ·
Zhiyuan Ning
,
Pengfei Wang
,
Ziyue Qiao
, Pengyang Wang,
Yuanchun Zhou
scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data
IJCAI 2025 ·
Ping Xu
,
Zhiyuan Ning
,
Pengjiang Li
,
Wenhao Liu
, Pengyang Wang,
Jiaxu Cui
,
Yuanchun Zhou
,
Pengfei Wang
Decoupled Invariant Attention Network for Multivariate Time-series Forecasting
IJCAI 2024 ·
Haihua Xu
,
Wei Fan
,
Kun Yi
, Pengyang Wang
Dual-stage Flows-based Generative Modeling for Traceable Urban Planning
SDM 2024 ·
Xuanming Hu
,
Wei Fan
,
Dongjie Wang
, Pengyang Wang,
Yong Li
,
Yanjie Fu
DyGKT: Dynamic Graph Learning for Knowledge Tracing
SIGKDD 2024 ·
Ke Cheng
,
Linzhi Peng
, Pengyang Wang,
Junchen Ye
,
Leilei Sun
,
Bowen Du
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization
IJCAI 2024 ·
Zhiyuan Ning
,
Chunlin Tian
,
Meng Xiao
,
Wei Fan
, Pengyang Wang,
Li Li
,
Pengfei Wang
,
Yuanchun Zhou
Hierarchical Reinforcement Learning for Point of Interest Recommendation
IJCAI 2024 ·
Yanan Xiao
,
Lu Jiang
,
Kunpeng Liu
,
Yuanbo Xu
, Pengyang Wang,
Minghao Yin
Hierarchical Reinforcement Learning on Multi-Channel Hypergraph Neural Network for Course Recommendation
IJCAI 2024 ·
Lu Jiang
,
Yanan Xiao
,
Xinxin Zhao
,
Yuanbo Xu
,
Shuli Hu
, Pengyang Wang,
Minghao Yin
Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction
IJCAI 2024 ·
Yicheng Zhou
,
Pengfei Wang
,
Hao Dong
,
Denghui Zhang
,
Dingqi Yang
,
Yanjie Fu
, Pengyang Wang
PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment
CIKM 2024 ·
Zeyu Dong
,
Qingqing Long
,
Yihang Zhou
,
Pengfei Wang
,
Zhihong Zhu
,
Xiao Luo
,
Yidong Wang
, Pengyang Wang,
Yuanchun Zhou
Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows
IJCAI 2024 ·
Xuanming Hu
,
Wei Fan
,
Haifeng Chen
, Pengyang Wang,
Yanjie Fu
Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation
AAAI 2024 ·
Zhaofan Zhang
,
Yanan Xiao
,
Lu Jiang
,
Dingqi Yang
,
Minghao Yin
, Pengyang Wang